notesum.ai
Published at December 3UNIFY: Unified Index for Range Filtered Approximate Nearest Neighbors Search
cs.DS
cs.DB
Released Date: December 3, 2024
Authors: Anqi Liang1, Pengcheng Zhang2, Bin Yao1, Zhongpu Chen3, Yitong Song1, Guangxu Cheng2
Aff.: 1Shanghai Jiao Tong University; 2Tencent Inc.; 3Southwestern University of Finance and Economics

| Dataset | Dimension | #Base | #Query | Type |
|---|---|---|---|---|
| SIFT1M | 128 | 1,000,000 | 1,000 | Image + Attributes |
| GIST1M | 960 | 1,000,000 | 1,000 | Image + Attributes |
| GloVe | 100 | 1,183,514 | 1,000 | Text + Attributes |
| Msong | 420 | 992,272 | 200 | Audio + Attributes |
| WIT-Image | 2048 | 1,000,000 | 1,000 | Image + Attributes |
| Paper | 200 | 2,029,997 | 10,000 | Text + Attributes |